agnes-the-ai-analyst/docs/metrics/operations/support_resolution_time.yml

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1.2 KiB
YAML

name: support_resolution_time
display_name: Support Resolution Time
category: operations
type: avg
unit: hours
grain: monthly
table: tickets
expression: "AVG(resolution_hours)"
time_column: created_at
description: "Average Support Resolution Time — the mean time in hours from ticket creation to resolution. Key support quality and efficiency metric."
dimensions:
- priority
- category
synonyms:
- mean_resolution_time
- avg_resolution_time
- time_to_resolve
- ttr
notes:
- "Resolution time = resolved_at - created_at, in hours"
- "Exclude tickets still open (no resolved_at)"
- "SLA targets vary by priority: Critical <4h, High <24h, Normal <72h"
- "Consider p50/p95 in addition to mean to detect outliers"
sql: |
SELECT
DATE_TRUNC('month', created_at) AS month,
priority,
category,
COUNT(*) AS tickets_resolved,
ROUND(AVG(resolution_hours), 2) AS avg_resolution_hours,
ROUND(PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY resolution_hours), 2) AS p50_hours,
ROUND(PERCENTILE_CONT(0.95) WITHIN GROUP (ORDER BY resolution_hours), 2) AS p95_hours
FROM tickets
WHERE resolved_at IS NOT NULL
GROUP BY 1, 2, 3
ORDER BY 1, priority, avg_resolution_hours DESC